Download and Read books online PDF, TXT, ePub, PDB, RTF, FB2 & Audio Books files for your device. So, you can read the books in any times.

[9.63 MiB] Advanced R, Second Edition books by Hadley Wickham

Advanced R helps you understand how R works at a fundamental level. It is designed for R programmers who want to deepen their understanding of the language, and programmers experienced in other languages who want to understand what makes R different and special.

This book will teach you the foundations of R; three fundamental programming paradigms (functional, object-oriented, and metaprogramming); and powerful techniques for debugging and optimising
your code.

By reading this book, you will learn:
The difference between an object and its name, and why the distinction is important The important vector data structures, how they fit together, and how you can pull them apart using subsetting The fine details of functions and environments The condition system, which powers messages, warnings, and errors The powerful functional programming paradigm, which can replace many for loops The three most important OO systems: S3, S4, and R6 The tidy eval toolkit for metaprogramming, which allows you to manipulate code and control evaluation Effective debugging techniques that you can deploy, regardless of how your code is run How to find and remove performance bottlenecks
The second edition is a comprehensive update:
New foundational chapters: "Names and values," "Control flow," and "Conditions" comprehensive coverage of object oriented programming with chapters on S3, S4, R6, and how to choose between them Much deeper coverage of metaprogramming, including the new tidy evaluation framework use of new package like rlang (http://rlang.r-lib.org), which provides a clean interface to low-level operations, and purr (http://purrr.tidyverse.org/) for functional programming Use of color in code chunks and figures

Hadley Wickham is Chief Scientist at RStudio, an Adjunct Professor at Stanford University and the University of Auckland, and a member of the R Foundation. He is the lead developer of the tidyverse, a collection of R packages, including ggplot2 and dplyr, designed to support data science. He is also the author of R for Data Science (with Garrett Grolemund), R Packages, and ggplot2: Elegant Graphics for Data Analysis.
Advanced R, Second Edition
Title:Advanced R, Second Edition
Format Type:eBook PDF / e-Pub
Author:
Date release:
Size:9.63 MiB
Category:Mathematics, Books, Science & Nature
Comments
  • What Was Pompeii?
  • Bomb
  • Ghosts of War
  • The Great Little Madison
  • Who Was Ferdinand Magellan?
  • Lost in Outer Space: The Incredible Journey of Apollo 13 (Lost #2)
  • What Is the Statue of Liberty?
  • La Guerra Civil contada a los j√≥venes
  • A Young People's History of the United States
  • The Boy on the Wooden Box
  • Statue of Liberty
  • Ancient Greece and the Olympics
  • Candy Bomber
  • 4th Grade US History: The Civil War Years
  • Man's Search for Meaning: Young Adult Edition
  • Written in Bone
  • What Was the Holocaust?
  • What Were the Salem Witch Trials?
  • Swift, Silent and Deadly: Recon Marines in Vietnam
  • The Port Chicago 50
  • What Was the Bombing of Hiroshima?
  • A Kids' Guide to the American Revolution
  • The Day the World Went Nuclear
  • What Was the Boston Tea Party?

Online Library 2021 By this website is in no way intended to support illegal activity. We uses Search API to find the overview of books over the internet, but we dont host any files. All document files are the property of their respective owners, please respect the publisher and the author for their copyrighted creations. If you find documents that should not be here please report them.